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A comparison of factor analysis programs in SPSS, BMDP, and SAS

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Abstract

Factor analysis programs in SAS, BMDP, and SPSS are discussed and compared in terms of documentation, methods and options available, internal logic, computational accuracy, and results provided. Some problems with respect to logic and output are described. Based on these comparisons, recommendations are offered which include a clear overall preference for SAS, and advice against general use of SPSS for factor analysis.

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References

  • Armstrong, J. S. Derivation of theory by means of factor analysis or Tom Swift and his electric factor analysis machine.The American Statistician, 1967, 17–21.

  • Bentler, P. M., & Bonett, D. G. Significance tests and goodness of fit in the analysis of covariance structures.Psychological Bulletin, 1980,88, 588–606.

    Google Scholar 

  • Dixon, W. J.BMDP Statistical Software—1981. Berkeley, California: University of California Press, 1981.

    Google Scholar 

  • Guttman, L. Some necessary conditions for common factor analysis.Psychometrika, 1954,19, 149–161.

    Google Scholar 

  • Harman, H. H.Modern factor analysis. Chicago: University of Chicago Press, 1967.

    Google Scholar 

  • Harris, C. W. Some Rao-Guttman relationships.Psychometrika, 1962,27, 247–263.

    Google Scholar 

  • Harris, C. W., & Kaiser, H. F. Oblique factor analytic solutions by orthogonal transformations.Psychometrika, 1964,29, 347–362.

    Google Scholar 

  • Helwig, J. T., & Council, K. A.SAS User's Guide: 1979 edition. Raleigh, N.C.: SAS Institute, Inc., 1979.

    Google Scholar 

  • Hendrickson, A. E., & White, P. O. Promax: A quick method for rotation to oblique simple structure.British Journal of Statistical Psychology, 1964,17, 65–70.

    Google Scholar 

  • Hornik, J. Quantitative analysis of visual perception of printed advertisements.Journal of Advertising Research, 1980,20, 41–48.

    Google Scholar 

  • Hull, C. H., & Nie, N. H.SPSS Update 7–9. New York: McGraw-Hill, 1981.

    Google Scholar 

  • Jennrich, R. I., & Sampson, P. F. Rotation for simple loadings.Psychometrika, 1966,31, 313–323.

    Google Scholar 

  • Kaiser, H. F. A second generation Little Jiffy.Psychometrika, 1970,35, 401–415.

    Google Scholar 

  • McDonald, R. P., & Burr, E. J. A comparison of four methods of constructing factor scores.Psychometrika, 1967,32, 381–401.

    Google Scholar 

  • Montanelli, R. G., & Humphreys, L. Latent roots of random data correlation matrices with squared multiple correlations on the diagonal: A Monte Carlo study.Psychometrika, 1976,41, 341–348.

    Google Scholar 

  • Mulaik, S. A.The foundations of factor analysis. New York: McGraw-Hill, 1972.

    Google Scholar 

  • Nie, N. H., Hull, C. H., Jenkins, J. G., Steinbrenner, K., & Bent, D. H.SPSS Statistical Package for the Social Sciences. New York: McGraw-Hill, 1975.

    Google Scholar 

  • SAS Institute Inc.SAS User's Guide: Statistics, 1982 Edition, Cary, NC: SAS Institute Inc., 1982.

    Google Scholar 

  • Tucker, L. R Relations of factor score estimates to their use.Psychometrika, 1971,36, 427–436.

    Google Scholar 

  • Tucker, L. R, Koopman, R. F., & Linn, R. L. Evaluation of factor analytic research procedures by means of simulated correlation matrices.Psychometrika, 1969,34, 421–459.

    Google Scholar 

  • Tucker, L. R, & Lewis, C. A reliability coefficient for maximum likelihood factor analysis.Psychometrika, 1973,38, 1–10.

    Google Scholar 

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Note to readers: This is the first example of a new type of paper forPsychometrika, evaluative descriptions of widely distributed programs. (Ed.).

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MacCallum, R. A comparison of factor analysis programs in SPSS, BMDP, and SAS. Psychometrika 48, 223–231 (1983). https://doi.org/10.1007/BF02294017

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  • DOI: https://doi.org/10.1007/BF02294017

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